# do-nothing.ai

> The information OS for one-person AI-controlled businesses.

do-nothing.ai is a curated knowledge portal for founders and AI agents building autonomous, one-person businesses. It provides human-readable guides and machine-readable APIs covering agent frameworks, tool ecosystems, infrastructure, monetization, and more.

Both humans and AI agents are first-class users. All guide and tool content is available as structured JSON via the API — no key required.

## How to Use This Site (For AI Agents)

- To get a full list of guides in JSON: `GET /api/v1/guides`
- To retrieve a specific guide including full markdown body: `GET /api/v1/guides/{slug}`
- To search across all content: `GET /api/v1/search?q={query}`
- To browse tools with use cases and ratings: `GET /api/v1/tools`
- To browse MCP servers: `GET /api/v1/mcps`
- Full structured content index: `/llms-full.txt`

All responses are JSON. No authentication required. Prefer the API endpoints over scraping HTML.

## Machine-Readable API

- /api — API root with endpoint index
- /api/v1/guides — list guides (filter by category, tag, content_type, min_quality)
- /api/v1/guides/{slug} — full guide content in JSON (includes markdown body)
- /api/v1/tools — curated tool directory with ratings and use cases
- /api/v1/tools/{slug} — full tool detail
- /api/v1/mcps — Model Context Protocol server directory (filter by category, transport, capability)
- /api/v1/mcps/{slug} — full MCP server detail including tools and install command
- /api/v1/skills — Claude Code skills directory
- /api/v1/skills/{slug} — full skill detail
- /api/v1/scoreboard — weekly leaderboard of AI builders, repos, and tools (param: week=YYYY-MM-DD)
- /api/v1/search?q= — keyword search across guides, tools, MCPs, and skills
- /api/v1/taxonomy — full category/tag tree with counts

All endpoints return JSON. No API key required.

## Human-Readable Content

- /guides — guide listing with category filters
- /guides/{slug} — individual guide pages
- /tools — curated tool directory
- /mcp — MCP server directory
- /skills — Claude Code skill library
- /scoreboard — weekly leaderboard
- /calculator — AI agent replacement cost calculator
- /quiz — Do-Nothing Score quiz
- /playbook — The Do-Nothing Playbook (free 20-page guide)
- /about — about do-nothing.ai

## Guides (39)

- [10 AI Agent Business Ideas You Can Start Solo in 2026](/guides/ai-agent-business-ideas)
- [AI Agent Business Models: What Works When Agents Do the Work](/guides/ai-agent-business-model)
- [AI Agent Implementation: The Real Business Benefits (And What It Takes)](/guides/ai-agent-implementation-business-benefits)
- [AI Agents for Customer Support: Automate Without Losing Customers](/guides/ai-agents-for-customer-support)
- [AI Agents for Small Business: A Practical Playbook](/guides/ai-agents-for-small-business)
- [How Solopreneurs Use AI Agents to Scale Without Hiring](/guides/ai-agents-for-solopreneurs)
- [AI Bookkeeping for Solopreneurs: Run a Clean Financial Stack Without an Accountant](/guides/ai-bookkeeping-solopreneur)
- [How to Monetize a One-Person AI Business: 5 Proven Models](/guides/ai-business-monetization)
- [The AI Hiring Stack: Tools for Recruiting with AI Agents](/guides/ai-hiring-stack)
- [AI-Powered Outbound Sales: How to Build a Pipeline Without a Sales Team](/guides/ai-powered-outbound-sales)
- [5 AI Solopreneur Business Models That Actually Work](/guides/ai-solopreneur-business-models)
- [What Is an Automated Business? (And How to Build One with AI)](/guides/automated-business)
- [Best AI Side Hustles in 2026: What Actually Works](/guides/best-ai-side-hustles)
- [How to Run a Content Operation with AI Agents End-to-End](/guides/content-operation-with-ai-agents)
- [CrewAI vs AutoGen vs LangGraph: Which Agent Framework to Use](/guides/crewai-vs-autogen-vs-langgraph)
- [Cursor vs Windsurf vs Claude Code: Best AI Coding Tool for Solopreneurs (2026)](/guides/cursor-vs-windsurf-vs-claude-code)
- [Delegating Creative Work to AI: Writing, Design, and Video](/guides/delegating-creative-work-to-ai)
- [Getting Started with AI Agents](/guides/getting-started-with-ai-agents)
- [How to Automate Your Business: A Practical Guide](/guides/how-to-automate-your-business)
- [How to Build an AI Team: The Solopreneur Playbook](/guides/how-to-build-an-ai-team)
- [How to Delegate Tasks to AI Agents](/guides/how-to-delegate-tasks-to-ai-agents)
- [How to Make Money with AI in 2026 (What Actually Works)](/guides/how-to-make-money-with-ai)
- [How to Price Your AI-Powered Service (Without Leaving Money on the Table)](/guides/how-to-price-ai-powered-service)
- [How to Start an AI Business with No Team (2026)](/guides/how-to-start-an-ai-business)
- [How to Use Claude Code: Tips, Tricks, and Workflows for Solo Builders](/guides/how-to-use-claude-code)
- [How to Write Agent Instructions That Actually Work](/guides/how-to-write-agent-instructions)
- [Model Context Protocol (MCP): The Tool Ecosystem for AI Agents](/guides/mcp-tool-ecosystems)
- [n8n vs Make.com for AI Agent Workflows: A Practical Comparison](/guides/n8n-vs-make-for-ai-agents)
- [Top No-Code and Low-Code Agent Frameworks for Non-Engineers](/guides/no-code-agent-frameworks)
- [16 One-Man Business Ideas in the AI Era](/guides/one-man-business-ideas)
- [The One-Person Unicorn: What It Takes and What Stack They Run](/guides/one-person-unicorn-ai)
- [How to Make Passive Income with AI (What Actually Works in 2026)](/guides/passive-income-with-ai)
- [Building a Personal AI Knowledge Base](/guides/personal-ai-knowledge-base)
- [Prompt Engineering for Solopreneurs: Practical Patterns That Actually Work](/guides/prompt-engineering-for-business)
- [Infrastructure Stack for a Solo AI Business](/guides/solo-ai-business-infrastructure)
- [The 2026 Solopreneur AI Stack: Every Tool You Need](/guides/solopreneur-ai-stack-2026)
- [Top MCP Servers for Business Automation (Solopreneur Edition)](/guides/top-mcp-servers-business-automation)
- [Best Vibe Coding Tools in 2026](/guides/vibe-coding-tools)
- [When to Step In: The Human's Real Job in an AI-Run Business](/guides/when-to-step-in-ai-business)

## Playbook

- [The Do-Nothing Playbook](/playbook): Free 20-page guide to building a one-person AI business

## Tools

- /tools — curated directory of AI tools for solopreneurs, rated by quality and use case
- /mcp — MCP server directory for AI agent tool integration

## Content Categories

- agent-frameworks: AI agent frameworks and SDKs
- orchestration-patterns: Multi-agent coordination patterns
- tool-ecosystems: MCP servers, APIs, and integration tools
- monetization: Revenue models for AI-native businesses
- case-studies: Real one-person AI business examples
- infrastructure: Hosting, databases, and ops for lean AI stacks
- legal-compliance: Contracts, IP, data privacy for AI operators
- solopreneur: Building and operating a one-person AI-powered business
- business-ideas: AI business ideas and opportunities for solo founders
- business-models: Revenue structures for AI-native solo businesses
- ai-for-business: Applying AI to sales, support, hiring, and growth
- automation: Automating business processes with AI agents
- tools-and-stack: Developer tools and technology stack decisions
- tool-comparisons: Side-by-side evaluations of AI tools and frameworks
- ai-workflows: Designing and optimizing AI-powered business workflows
- tools-and-frameworks: No-code and low-code agent frameworks

## Schema

Content schema: /content.schema.json
Full content with all details: /llms-full.txt